English

Mathematical inequalities for some divergences

Statistical Mechanics 2011-10-19 v2 Information Theory Classical Analysis and ODEs math.IT

Abstract

Divergences often play important roles for study in information science so that it is indispensable to investigate their fundamental properties. There is also a mathematical significance of such results. In this paper, we introduce some parametric extended divergences combining Jeffreys divergence and Tsallis entropy defined by generalized logarithmic functions, which lead to new inequalities. In addition, we give lower bounds for one-parameter extended Fermi-Dirac and Bose-Einstein divergences. Finally, we establish some inequalities for the Tsallis entropy, the Tsallis relative entropy and some divergences by the use of the Young's inequality.

Keywords

Cite

@article{arxiv.1104.5603,
  title  = {Mathematical inequalities for some divergences},
  author = {S. Furuichi and F. -C. Mitroi},
  journal= {arXiv preprint arXiv:1104.5603},
  year   = {2011}
}

Comments

18 pages

R2 v1 2026-06-21T18:00:21.141Z